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@ -8,18 +8,16 @@ A frontend for large language models like [🐨 Koala](https://bair.berkeley.edu
- Python 3.10 - Python 3.10
- The pip packages listed in `requirements.txt` - The pip packages listed in `requirements.txt`
- An AI model in the ggml format (should be quantized) - A Koala model in the ggml format (should be quantized)
For memory and disk requirements for the different models, see [llama.cpp - Memory/Disk Requirements](https://github.com/ggerganov/llama.cpp#memorydisk-requirements) For memory and disk requirements for the different models, see [llama.cpp - Memory/Disk Requirements](https://github.com/ggerganov/llama.cpp#memorydisk-requirements)
## Supported Models ## Supported Models
- [🐨 Koala](https://bair.berkeley.edu/blog/2023/04/03/koala/) - [🐨 Koala](https://bair.berkeley.edu/blog/2023/04/03/koala/)
- [🦙 Vicuna v.0](https://lmsys.org/blog/2023-03-30-vicuna/) - [🦙 Vicuna](https://lmsys.org/blog/2023-03-30-vicuna/)
- [🦙 Vicuna v.1.1](https://lmsys.org/blog/2023-03-30-vicuna/)
- [🦁 Manticore Chat](https://huggingface.co/openaccess-ai-collective/manticore-13b-chat-pyg)
(see `./profiles/`) see `./profiles/`
## Usage ## Usage
@ -44,7 +42,7 @@ python3 api-server.py [-h] -m MODEL [--host HOST] [--port PORT]
The following command-line options are available: The following command-line options are available:
* `--profile`: Path to the profile file for the model. * `--profile`: Path to the profile file for the model. Defaults to `./profiles/koala.json`.
* `--host`: Specifies the IP address or hostname to listen on. Defaults to `localhost`. * `--host`: Specifies the IP address or hostname to listen on. Defaults to `localhost`.
* `--port`: Specifies the port number to listen on. Defaults to `8080`. * `--port`: Specifies the port number to listen on. Defaults to `8080`.
* `--api`: Specifies the URL of the API server. Defaults to `http://localhost:7331`. * `--api`: Specifies the URL of the API server. Defaults to `http://localhost:7331`.

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@ -9,9 +9,10 @@ import uvicorn
from frontend.app import app from frontend.app import app
if __name__ == "__main__": if __name__ == "__main__":
koala_profile_path = Path(__file__).parent / "profiles" / "koala.json"
# CLI # CLI
ap = ArgumentParser() ap = ArgumentParser()
ap.add_argument("--profile", help="Path to a profile file that includes settings for a specific model", type=Path, required=True) ap.add_argument("--profile", help="Path to a profile file that includes settings for a specific model (default: ./profiles/koala.json)", type=Path, default=koala_profile_path)
ap.add_argument("--host", help="Address to listen on (default: localhost)", type=str, default="localhost") ap.add_argument("--host", help="Address to listen on (default: localhost)", type=str, default="localhost")
ap.add_argument("--port", help="Port to listen on (default: 8080)", type=int, default=8080) ap.add_argument("--port", help="Port to listen on (default: 8080)", type=int, default=8080)
ap.add_argument("--api", help="URL of the API Server (default: 'http://localhost:7331')", type=str, default="http://localhost:7331") ap.add_argument("--api", help="URL of the API Server (default: 'http://localhost:7331')", type=str, default="http://localhost:7331")
@ -33,7 +34,6 @@ if __name__ == "__main__":
"conversation_prefix": profile["conversation_prefix"], "conversation_prefix": profile["conversation_prefix"],
"user_keyword": profile["user_keyword"], "user_keyword": profile["user_keyword"],
"assistant_keyword": profile["assistant_keyword"], "assistant_keyword": profile["assistant_keyword"],
"separator": profile["separator"],
"stop_sequences": profile["stop_sequences"] "stop_sequences": profile["stop_sequences"]
} }
} }

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@ -111,10 +111,10 @@ fetch("/config")
function addMessage(message, role) { function addMessage(message, role) {
if (role == Roles.USER) { if (role == Roles.USER) {
conversation.push( conversation.push(
frontend_config.profile.user_keyword + " " " " + frontend_config.profile.user_keyword + " "
+ message + frontend_config.profile.separator + frontend_config.profile.assistant_keyword); + message + " " + frontend_config.profile.assistant_keyword);
} }
else { conversation.push(message + frontend_config.profile.separator); } else { conversation.push(message); }
// UI // UI
let messageRoleElem = document.createElement("div"); let messageRoleElem = document.createElement("div");
messageRoleElem.classList.add("message-type"); messageRoleElem.classList.add("message-type");
@ -181,7 +181,7 @@ fetch("/config")
let prompt = conversation.join(""); let prompt = conversation.join("");
let settings = getSettings(); let settings = getSettings();
apiCompletion(prompt, settings).then(r => { apiCompletion(prompt, settings).then(r => {
addMessage(r.trim(), Roles.ASSISTANT); addMessage(r, Roles.ASSISTANT);
enableInput(); enableInput();
}); });
} }

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@ -11,7 +11,6 @@
--icon-button-fill: #ffffff; --icon-button-fill: #ffffff;
--send-icon-button-fill: #29c76d; --send-icon-button-fill: #29c76d;
--color: #fafafa; --color: #fafafa;
--color2: #bbbbbb;
--border-radius: .5rem; --border-radius: .5rem;
} }
@ -70,38 +69,20 @@ input[type="number"] {
} }
.messages { .messages {
gap: 1rem; gap: 1.1rem;
margin-bottom: 1rem; margin-bottom: 1rem;
overflow-y: scroll; overflow-y: scroll;
max-height: 89vh; max-height: 89vh;
align-items: center;
flex-grow: 2;
} }
.message { .message {
display: flex; display: flex;
flex-direction: column; flex-direction: row;
flex-wrap: wrap; gap: .5rem;
gap: 1rem; padding: .5rem;
}
.message-type {
color: var(--color2);
text-align: center;
}
.message-text {
white-space: pre-wrap;
padding: .5rem .8rem;
border-radius: var(--border-radius); border-radius: var(--border-radius);
} max-width: fit-content;
white-space: pre-wrap;
.message-bg-assistant > .message-text {
background: var(--background2);
}
.message-bg-user > .message-text {
background: var(--background3);
} }
button { button {
@ -134,6 +115,19 @@ button:hover {
width: 100%; width: 100%;
} }
.message-bg-assistant {
background: var(--background2);
}
.message-bg-user {
background: var(--background3);
}
.message-type {
min-width: 3.5rem;
padding-left: .1rem;
}
.input-container { .input-container {
margin-top: auto; margin-top: auto;
flex-direction: row; flex-direction: row;

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@ -1,8 +0,0 @@
{
"name": "None",
"conversation_prefix": "",
"user_keyword": "",
"assistant_keyword": "",
"separator": "",
"stop_sequences": []
}

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@ -3,6 +3,5 @@
"conversation_prefix": "BEGINNING OF CONVERSATION: ", "conversation_prefix": "BEGINNING OF CONVERSATION: ",
"user_keyword": "USER:", "user_keyword": "USER:",
"assistant_keyword": "GPT:", "assistant_keyword": "GPT:",
"separator": " ",
"stop_sequences": ["</s>"] "stop_sequences": ["</s>"]
} }

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@ -1,8 +0,0 @@
{
"name": "Manticore",
"conversation_prefix": "",
"user_keyword": "USER:",
"assistant_keyword": "ASSISTANT:",
"separator": "\n",
"stop_sequences": ["</s>", "<unk>", "### USER:", "USER:"]
}

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@ -1,8 +0,0 @@
{
"name": "Vicuna v0",
"conversation_prefix": "A chat between a curious human and a helpful AI assistant.\n\n",
"user_keyword": "### Human:",
"assistant_keyword": "### Assistant:",
"separator": "\n",
"stop_sequences": ["### Human:"]
}

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@ -1,8 +0,0 @@
{
"name": "Vicuna v1.1",
"conversation_prefix": "A chat between a curious user and a helpful AI assistant.\n\n",
"user_keyword": "USER:",
"assistant_keyword": "ASSISTANT:",
"separator": "\n",
"stop_sequences": ["</s>"]
}

7
profiles/vicuna.json Normal file
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@ -0,0 +1,7 @@
{
"name": "Vicuna",
"conversation_prefix": "A chat between a curious user and a helpful AI assistant. ",
"user_keyword": "### Human:",
"assistant_keyword": "### Assistant:",
"stop_sequences": ["### Human:"]
}

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@ -1,3 +1,3 @@
llama-cpp-python[server]==0.1.56 llama-cpp-python[server]==0.1.54
uvicorn==0.22.0 uvicorn==0.22.0
sanic==23.3.0 sanic==23.3.0